Table of Contents

• Identifying High Order Brain Connectome Biomarkers via Learning on HypergraphChen Zu, Yue Gao, Brent C. Munsell, Minjeong Kim, Zi-wen Peng, Yingying Zhu, Wei Gao, Daoqiang Zhang, Dinggang Shen, Guorong Wu. 1-9 [doi]
• Bilateral Regularization in Reproducing Kernel Hilbert Spaces for Discontinuity Preserving Image RegistrationChristoph Jud, Nadia Möri, Benedikt Bitterli, Philippe C. Cattin. 10-17 [doi]
• Do We Need Large Annotated Training Data for Detection Applications in Biomedical Imaging? A Case Study in Renal Glomeruli DetectionMichael Gadermayr, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof. 18-26 [doi]
• Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic EstimatesGerard Sanroma, Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester. 27-35 [doi]
• Learning Appearance and Shape Evolution for Infant Image Registration in the First Year of LifeLifang Wei, Shunbo Hu, Yaozong Gao, Xiaohuan Cao, Guorong Wu, Dinggang Shen. 36-44 [doi]
• Detecting Osteophytes in Radiographs of the Knee to Diagnose OsteoarthritisJessie Thomson, Terence O'Neill, David Felson, Timothy F. Cootes. 45-52 [doi]
• Direct Estimation of Fiber Orientations Using Deep Learning in Diffusion ImagingSimon Koppers, Dorit Merhof. 53-60 [doi]
• Segmentation of Perivascular Spaces Using Vascular Features and Structured Random Forest from 7T MR ImageJun Zhang, Yaozong Gao, Sang-Hyun Park, Xiaopeng Zong, Weili Lin, Dinggang Shen. 61-68 [doi]
• Dual-Layer Groupwise Registration for Consistent Labeling of Longitudinal Brain ImagesMinjeong Kim, Guorong Wu, Isrem Rekik, Dinggang Shen. 69-76 [doi]
• Joint Discriminative and Representative Feature Selection for Alzheimer's Disease DiagnosisXiaofeng Zhu, Heung-Il Suk, Kim-Han Thung, Yingying Zhu, Guorong Wu, Dinggang Shen. 77-85 [doi]
• Patch-Based Hippocampus Segmentation Using a Local Subspace Learning MethodYan Wang, Xi Wu 0001, Guangkai Ma, Zongqing Ma, Ying Fu, Jiliu Zhou. 86-94 [doi]
• Improving Single-Modal Neuroimaging Based Diagnosis of Brain Disorders via Boosted Privileged Information Learning FrameworkXiao Zheng, Jun Shi, Shihui Ying, Qi Zhang, Yan Li. 95-103 [doi]
• A Semi-supervised Large Margin Algorithm for White Matter Hyperintensity SegmentationChen Qin, Ricardo Guerrero Moreno, Christopher Bowles, Christian Ledig, Philip Scheltens, Frederik Barkhof, Hanneke Rhodius-Meester, Betty M. Tijms, Afina W. Lemstra, Wiesje M. van der Flier, Ben Glocker, Daniel Rueckert. 104-112 [doi]
• Deep Ensemble Sparse Regression Network for Alzheimer's Disease DiagnosisHeung-Il Suk, Dinggang Shen. 113-121 [doi]
• Learning Representation for Histopathological Image with Quaternion Grassmann Average NetworkJinjie Wu, Jun Shi, Shihui Ying, Qi Zhang, Yan Li. 122-129 [doi]
• Learning Global and Cluster-Specific Classifiers for Robust Brain Extraction in MR DataYuan Liu, Hasan Ertan Çetingül, Benjamin Odry, Mariappan S. Nadar. 130-138 [doi]
• Cross-Modality Anatomical Landmark Detection Using Histograms of Unsigned Gradient Orientations and Atlas Location AutocontextAlison O'Neil, Mohammad A. Dabbah, Ian Poole. 139-146 [doi]
• Multi-label Deep Regression and Unordered Pooling for Holistic Interstitial Lung Disease Pattern DetectionMingchen Gao, Ziyue Xu, Le Lu, Adam P. Harrison, Ronald M. Summers, Daniel J. Mollura. 147-155 [doi]
• Segmentation-Free Estimation of Kidney Volumes in CT with Dual Regression ForestsMohammad Arafat Hussain, Ghassan Hamarneh, Timothy W. O'Connell, Mohammed F. Mohammed, Rafeef Abugharbieh. 156-163 [doi]
• Multi-resolution-Tract CNN with Hybrid Pretrained and Skin-Lesion Trained LayersJeremy Kawahara, Ghassan Hamarneh. 164-171 [doi]
• Retinal Image Quality Classification Using Saliency Maps and CNNsDwarikanath Mahapatra, Pallab Kanti Roy, Suman Sedai, Rahil Garnavi. 172-179 [doi]
• Unsupervised Discovery of Emphysema Subtypes in a Large Clinical CohortPolina Binder, Nematollah Kayhan Batmanghelich, Raúl San José Estépar, Polina Golland. 180-187 [doi]
• Tree-Based Transforms for Privileged LearningMehdi Moradi, Tanveer F. Syeda-Mahmood, Soheil Hor. 188-195 [doi]
• Automated 3D Ultrasound Biometry Planes Extraction for First Trimester Fetal AssessmentHosuk Ryou, Mohammad Yaqub, Angelo Cavallaro, Fenella Roseman, Aris Papageorghiou, J. Alison Noble. 196-204 [doi]
• Learning for Graph-Based Sensorless Freehand 3D UltrasoundLoïc Tetrel, Hacène Chebrek, Catherine Laporte. 205-212 [doi]
• Learning-Based 3T Brain MRI Segmentation with Guidance from 7T MRI LabelingRenping Yu, Minghui Deng, Pew-Thian Yap, Zhihui Wei, Li Wang 0026, Dinggang Shen. 213-220 [doi]
• Transductive Maximum Margin Classification of ADHD Using Resting State fMRILei Wang, Danping Li, Tiancheng He, Stephen T. C. Wong, Zhong Xue. 221-228 [doi]
• Automatic Hippocampal Subfield Segmentation from 3T Multi-modality ImagesZhengwang Wu, Yaozong Gao, Feng Shi, Valerie Jewells, Dinggang Shen. 229-236 [doi]
• Regression Guided Deformable Models for Segmentation of Multiple Brain ROIsZhengwang Wu, Sang-Hyun Park, Yanrong Guo, Yaozong Gao, Dinggang Shen. 237-245 [doi]
• Functional Connectivity Network Fusion with Dynamic Thresholding for MCI DiagnosisXi Yang, Yan Jin, Xiaobo Chen, Han Zhang, Gang Li, Dinggang Shen. 246-253 [doi]
• Sparse Coding Based Skin Lesion Segmentation Using Dynamic Rule-Based RefinementBehzad Bozorgtabar, Mani Abedini, Rahil Garnavi. 254-261 [doi]
• Structure Fusion for Automatic Segmentation of Left Atrial Aneurysm Based on Deep Residual NetworksLiansheng Wang, Shusheng Li, Yiping Chen, Jiankun Lin, Changhua Liu. 262-270 [doi]
• Tumor Lesion Segmentation from 3D PET Using a Machine Learning Driven Active SurfacePayam Ahmadvand, Nóirín Duggan, François Bénard, Ghassan Hamarneh. 271-278 [doi]
• Iterative Dual LDA: A Novel Classification Algorithm for Resting State fMRIZobair Arya, Ludovica Griffanti, Clare E. Mackay, Mark Jenkinson. 279-286 [doi]
• Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random FieldsGerda Bortsova, Michael Sterr, Lichao Wang, Fausto Milletari, Nassir Navab, Anika Böttcher, Heiko Lickert, Fabian J. Theis, Tingying Peng. 287-295 [doi]
• Comparison of Multi-resolution Analysis Patterns for Texture Classification of Breast Tumors Based on DCE-MRIAlexia Tzalavra, Kalliopi Dalakleidi, Evangelia I. Zacharaki, Nikolaos N. Tsiaparas, Fotios Constantinidis, Nikos Paragios, Konstantina S. Nikita. 296-304 [doi]
• Novel Morphological Features for Non-mass-like Breast Lesion Classification on DCE-MRIMohammad Razavi, Lei Wang 0025, Tao Tan, Nico Karssemeijer, Lars Linsen, Udo Frese, Horst K. Hahn, Gabriel Zachmann. 305-312 [doi]
• Fast Neuroimaging-Based Retrieval for Alzheimer's Disease AnalysisXiaofeng Zhu, Kim-Han Thung, Jun Zhang, Dinggang Shen. 313-321 [doi]